41 citations · 43 across the 4 of their papers we have counts for
4 papers
Augmenting C. elegans Microscopic Dataset for Accelerated Pattern Recognition
Dali Wang, Zheng Lu, Zhirong Bao
The detection of cell shape changes in 3D time-lapse images of complex tissues is an important task. However, it is a challenging and tedious task to establish a comprehensive data…
Investigating Channel Pruning through Structural Redundancy Reduction -- A Statistical Study
Chengcheng Li, Zi Wang, Dali Wang +2
Most existing channel pruning methods formulate the pruning task from a perspective of inefficiency reduction which iteratively rank and remove the least important filters, or find…
Speeding up convolutional networks pruning with coarse ranking
Zi Wang, Chengcheng Li, Dali Wang +2
Channel-based pruning has achieved significant successes in accelerating deep convolutional neural network, whose pipeline is an iterative three-step procedure: ranking, pruning an…
Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis
Zi Wang, Dali Wang, Chengcheng Li +3
Cell movement in the early phase of C. elegans development is regulated by a highly complex process in which a set of rules and connections are formulated at distinct scales. Previ…